The initial research and planning of the project was done collaboratively by all three group members.
Afterwards, we split the work into three parts based on the classification approach:
\begin{itemize}
\item Michalis Rossides worked on the random forest classifiers.
\item Ludwig Schmidt worked on the GMM part.
\item Christos Tzamos worked on the SVM classifiers.
\end{itemize}

After implementing the three methods separately, we combined them into committee classifiers.
Most of this work was done by Ludwig Schmidt and Christos Tzamos.

For the project report, each group member wrote the section on his classification method.
The remaining sections were divided as follows:
\begin{itemize}
\item Michalis Rossides wrote the abstract and introduction.
\item Ludwig Schmidt wrote the section on combined classifiers and the conclusion.
\item Christos Tzamos wrote the section on comparison and visualization.
\end{itemize}

We did not receive help from other students for our project.
Ludwig Schmidt had two helpful discussions with the TA Yaodong Zhang for his part on GMMs.
Moreover, Ludwig Schmidt used some of the Matlab code provided with the course homework to draw samples from Gaussian distributions and to plot Gaussians.
